The label's releases are eclectic and often experimental or avant-garde. The premiere release was a split cassette featuring spoken word performances from Michael Gira of Swans and Lydia Lunch titled "Hard Rock" in 1984.
In February 2006, Moore signed a deal with Universal to distribute the label's albums.[2]
The label's website was hacked at some point during the latter half of 2012.[3] Since 2015, the site's lone page says "Thanks for checking in. Have a good day."[4] As of 2022, this was its last update.
Ecstatic Peace! has released three records since 2014, all of which are Thurston Moore recordings.[5]